Sentence examples similar to statistical model with binomial component from inspiring English sources

a) Analysis of the spatial variability of the number of canine faeces and of the association with human population density (dependent variable: faeces counts; statistical model: negative binomial and Gaussian random effects regression).

As the dependent variable of this analysis is binomial (i.e. a seedling bolts or not), this statistical modelling assumed binomial error and a logit link function.

We explored other statistical models including negative binomial regressions.

We will therefore use a two-stage statistical model that jointly models the treatment effect in both deaths and survivors [ 24], with deaths modelled using a binomial test and survivors modelled using a generalised linear model.

All statistical analyses were conducted in SAS 9.2 (SAS Insitute, Inc .. Embryonic and larval survival were analyzed with generalized linear mixed models with binomial errors and logit link function in the GLIMMIX procedure [ 47].

There are good statistical reasons for the popularity of the logistic regression model, an example of a generalized linear model (GLM) with binomial error and logit link function.

Data analysis was carried out using two-component hurdle models with a truncated Poisson model for positive counts and a hurdle component model with a binomial distribution for zero or greater counts.

These various components were incorporated by specifying a series of statistical models, starting with the independence model.

These are two-component models that consist of a truncated Poisson model for positive counts and a hurdle component model with a binomial distribution for zero or greater counts [ 48, 49].

Generalized linear model analysis with binomial error distribution was used for statistical analysis to estimate channel activity in response to high intracellular Ca2+, the PKC activator PMA, and/or 8bcGMP (Crawley 2002).

The binomial response regression model with a seasonal component demonstrated a 12 month seasonal pattern in the occurrence of impaction colic in this donkey population (table 3).